TY - JOUR
T1 - Data yard based system effectiveness evaluation and decision support method
AU - Chen, Chen
AU - Wang, Yun
PY - 2014/2
Y1 - 2014/2
N2 - With the development of information technology, the increase of system information brings new problems to the military system effectiveness evaluation. Aiming at nonlinear, high dimension and strong coupling data of system effectiveness analysis, a data yard based system effectiveness evaluation and decision support method was proposed. Data recovery, subtraction, refinement and reconstruction operations were applied to the simulation data processing, then a data yard cube was built up to meet the multiple demands for system analysis of different levels and data dependency were reduced. Taking task-oriented networked fire control system for example, its system effectiveness evaluation, timeliness evaluation and indices analysis were carried out, and practicability and validity of the method were verified in three levels. Applying data mining technology to the simulation system effectiveness evaluation decision-making, makes it get more extensive application.
AB - With the development of information technology, the increase of system information brings new problems to the military system effectiveness evaluation. Aiming at nonlinear, high dimension and strong coupling data of system effectiveness analysis, a data yard based system effectiveness evaluation and decision support method was proposed. Data recovery, subtraction, refinement and reconstruction operations were applied to the simulation data processing, then a data yard cube was built up to meet the multiple demands for system analysis of different levels and data dependency were reduced. Taking task-oriented networked fire control system for example, its system effectiveness evaluation, timeliness evaluation and indices analysis were carried out, and practicability and validity of the method were verified in three levels. Applying data mining technology to the simulation system effectiveness evaluation decision-making, makes it get more extensive application.
KW - Data mining
KW - Data yards
KW - Dynamic evaluation
KW - Evaluation data processing
UR - http://www.scopus.com/inward/record.url?scp=84897542045&partnerID=8YFLogxK
U2 - 10.11887/j.cn.201401022
DO - 10.11887/j.cn.201401022
M3 - Article
AN - SCOPUS:84897542045
SN - 1001-2486
VL - 36
SP - 124
EP - 130
JO - Guofang Keji Daxue Xuebao/Journal of National University of Defense Technology
JF - Guofang Keji Daxue Xuebao/Journal of National University of Defense Technology
IS - 1
ER -